CL=F_F Report

Dataset statistics

Number of variables	19
Number of observations	2406
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	359.5 KiB
Average record size in memory	153.0 B

Variable types

DateTime	1
TimeSeries	15
Boolean	1
Numeric	2

Timeseries statistics

Number of series	15
Time series length	2406
Starting point	2010-01-26 00:00:00
Ending point	2019-08-19 00:00:00
Period	1 day, 10 hours and 50 minutes

Alerts

`repaired?` has constant value "False"	Constant
`AD` is highly overall correlated with `OBV`	High correlation
`ATR` is highly overall correlated with `NATR` and 1 other fields	High correlation
`CMO` is highly overall correlated with `MFI` and 2 other fields	High correlation
`EMA` is highly overall correlated with `KAMA` and 6 other fields	High correlation
`KAMA` is highly overall correlated with `EMA` and 6 other fields	High correlation
`MA` is highly overall correlated with `EMA` and 6 other fields	High correlation
`MFI` is highly overall correlated with `CMO` and 2 other fields	High correlation
`MidPrice` is highly overall correlated with `EMA` and 6 other fields	High correlation
`NATR` is highly overall correlated with `ATR` and 7 other fields	High correlation
`OBV` is highly overall correlated with `AD`	High correlation
`ROC` is highly overall correlated with `CMO` and 2 other fields	High correlation
`TRANGE` is highly overall correlated with `ATR`	High correlation
`TSF` is highly overall correlated with `EMA` and 6 other fields	High correlation
`WILLR` is highly overall correlated with `CMO` and 2 other fields	High correlation
`WMA` is highly overall correlated with `EMA` and 6 other fields	High correlation
`close` is highly overall correlated with `EMA` and 6 other fields	High correlation
`close` is non stationary	Non stationary
`MA` is non stationary	Non stationary
`EMA` is non stationary	Non stationary
`KAMA` is non stationary	Non stationary
`WMA` is non stationary	Non stationary
`MidPrice` is non stationary	Non stationary
`AD` is non stationary	Non stationary
`OBV` is non stationary	Non stationary
`NATR` is non stationary	Non stationary
`TSF` is non stationary	Non stationary
`close` is seasonal	Seasonal
`MA` is seasonal	Seasonal
`EMA` is seasonal	Seasonal
`KAMA` is seasonal	Seasonal
`WMA` is seasonal	Seasonal
`MidPrice` is seasonal	Seasonal
`AD` is seasonal	Seasonal
`OBV` is seasonal	Seasonal
`NATR` is seasonal	Seasonal
`Date` has unique values	Unique
`EMA` has unique values	Unique
`KAMA` has unique values	Unique
`NATR` has unique values	Unique
`ATR` has unique values	Unique
`BOP` has 796 (33.1%) zeros	Zeros
`ROC` has 241 (10.0%) zeros	Zeros
`WILLR` has 241 (10.0%) zeros	Zeros
`TRANGE` has 40 (1.7%) zeros	Zeros

Reproduction

Analysis started	2026-02-02 04:32:32.809485
Analysis finished	2026-02-02 04:32:51.100054
Duration	18.29 seconds
Software version	ydata-profiling vv4.18.1
Download configuration	config.json

Date
Date

Unique

Distinct	2406
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	37.6 KiB

Minimum	2010-01-26 00:00:00
Maximum	2019-08-19 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

close
Numeric time series

High correlation Non stationary Seasonal

Distinct	89
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.075229
Minimum	26
Maximum	114
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	26
5-th percentile	42
Q1	52
median	74
Q3	94
95-th percentile	105
Maximum	114
Range	88
Interquartile range (IQR)	42

Descriptive statistics

Standard deviation	22.145046
Coefficient of variation (CV)	0.3030445
Kurtosis	-1.3929754
Mean	73.075229
Median Absolute Deviation (MAD)	21
Skewness	-0.029287288
Sum	175819
Variance	490.40307
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.6171947491

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
97	67	2.8%
46	65	2.7%
49	64	2.7%
93	62	2.6%
48	62	2.6%
53	59	2.5%
50	59	2.5%
45	56	2.3%
94	52	2.2%
52	52	2.2%
Other values (79)	1808	75.1%

Value	Count	Frequency (%)
26	1	< 0.1%
27	2	0.1%
28	2	0.1%
29	3	0.1%
30	7	0.3%
31	7	0.3%
32	7	0.3%
33	5	0.2%
34	4	0.2%
35	5	0.2%

Value	Count	Frequency (%)
114	2	0.1%
113	3	0.1%
112	3	0.1%
111	3	0.1%
110	6	0.2%
109	8	0.3%
108	15	0.6%
107	32	1.3%
106	26	1.1%
105	29	1.2%

ACF and PACF

repaired?
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	21.1 KiB

False	2406

Value	Count	Frequency (%)
False	2406	100.0%

MA
Numeric time series

High correlation Non stationary Seasonal

Distinct	704
Distinct (%)	29.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.116126
Minimum	29.2
Maximum	112.1
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	29.2
5-th percentile	42.125
Q1	51.725
median	73.8
Q3	94.275
95-th percentile	104.7
Maximum	112.1
Range	82.9
Interquartile range (IQR)	42.55

Descriptive statistics

Standard deviation	22.065765
Coefficient of variation (CV)	0.30179068
Kurtosis	-1.4055755
Mean	73.116126
Median Absolute Deviation (MAD)	21.2
Skewness	-0.037423164
Sum	175917.4
Variance	486.89799
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.4836075885

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
45.6	18	0.7%
53.7	12	0.5%
69.1	10	0.4%
48.6	10	0.4%
56.5	10	0.4%
51.6	10	0.4%
86	10	0.4%
53.2	10	0.4%
96.7	10	0.4%
96.9	10	0.4%
Other values (694)	2296	95.4%

Value	Count	Frequency (%)
29.2	2	0.1%
29.4	3	0.1%
29.5	1	< 0.1%
29.7	1	< 0.1%
29.8	3	0.1%
30	1	< 0.1%
30.1	1	< 0.1%
30.2	2	0.1%
30.3	1	< 0.1%
30.4	1	< 0.1%

Value	Count	Frequency (%)
112.1	1	< 0.1%
112	1	< 0.1%
111.6	1	< 0.1%
111.2	1	< 0.1%
111	1	< 0.1%
110.6	1	< 0.1%
110	1	< 0.1%
109.5	1	< 0.1%
109.3	1	< 0.1%
109.2	1	< 0.1%

ACF and PACF

EMA
Numeric time series

High correlation Non stationary Seasonal Unique

Distinct	2406
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.118275
Minimum	29.180863
Maximum	112.04341
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	29.180863
5-th percentile	42.330028
Q1	51.690822
median	73.850823
Q3	94.331743
95-th percentile	104.55472
Maximum	112.04341
Range	82.862548
Interquartile range (IQR)	42.640921

Descriptive statistics

Standard deviation	22.033046
Coefficient of variation (CV)	0.30133432
Kurtosis	-1.4122312
Mean	73.118275
Median Absolute Deviation (MAD)	21.118924
Skewness	-0.038883189
Sum	175922.57
Variance	485.4551
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.5894762534

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
77.53056959	1	< 0.1%
76.88864785	1	< 0.1%
76.36343915	1	< 0.1%
75.75190476	1	< 0.1%
75.43337662	1	< 0.1%
75.71821724	1	< 0.1%
75.95126865	1	< 0.1%
75.41467435	1	< 0.1%
74.61200628	1	< 0.1%
74.13709605	1	< 0.1%
Other values (2396)	2396	99.6%

Value	Count	Frequency (%)
29.18086278	1	< 0.1%
29.22105451	1	< 0.1%
29.27017773	1	< 0.1%
29.511615	1	< 0.1%
29.78223045	1	< 0.1%
29.82182492	1	< 0.1%
29.99688389	1	< 0.1%
30.03603857	1	< 0.1%
30.38874389	1	< 0.1%
30.39312247	1	< 0.1%

Value	Count	Frequency (%)
112.043411	1	< 0.1%
111.8536999	1	< 0.1%
111.6086135	1	< 0.1%
111.3348454	1	< 0.1%
111.0771942	1	< 0.1%
110.6499041	1	< 0.1%
110.1276605	1	< 0.1%
109.7115851	1	< 0.1%
109.2739644	1	< 0.1%
109.2030484	1	< 0.1%

ACF and PACF

KAMA
Numeric time series

High correlation Non stationary Seasonal Unique

Distinct	2406
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	72.876204
Minimum	28.95192
Maximum	110.3248
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	28.95192
5-th percentile	41.767189
Q1	51.420175
median	73.595862
Q3	94.557748
95-th percentile	104.9213
Maximum	110.3248
Range	81.372876
Interquartile range (IQR)	43.137573

Descriptive statistics

Standard deviation	22.157334
Coefficient of variation (CV)	0.30404073
Kurtosis	-1.3929516
Mean	72.876204
Median Absolute Deviation (MAD)	21.570002
Skewness	-0.031650425
Sum	175340.15
Variance	490.94744
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.592345465

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
75.86234255	1	< 0.1%
75.33355848	1	< 0.1%
74.97831293	1	< 0.1%
74.45131178	1	< 0.1%
74.39099077	1	< 0.1%
74.48023222	1	< 0.1%
74.52375283	1	< 0.1%
74.44402774	1	< 0.1%
74.20174545	1	< 0.1%
74.11058956	1	< 0.1%
Other values (2396)	2396	99.6%

Value	Count	Frequency (%)
28.95192041	1	< 0.1%
28.95530274	1	< 0.1%
28.95715328	1	< 0.1%
28.9822486	1	< 0.1%
28.98520532	1	< 0.1%
29.01094557	1	< 0.1%
29.03783165	1	< 0.1%
29.04599884	1	< 0.1%
29.05659464	1	< 0.1%
29.09275286	1	< 0.1%

Value	Count	Frequency (%)
110.3247966	1	< 0.1%
110.305955	1	< 0.1%
110.255355	1	< 0.1%
109.8702349	1	< 0.1%
109.2331058	1	< 0.1%
108.6519594	1	< 0.1%
108.1803949	1	< 0.1%
107.8778646	1	< 0.1%
107.7957136	1	< 0.1%
107.756435	1	< 0.1%

ACF and PACF

WMA
Numeric time series

High correlation Non stationary Seasonal

Distinct	1737
Distinct (%)	72.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.10164
Minimum	28.727273
Maximum	112.67273
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	28.727273
5-th percentile	42.122727
Q1	51.763636
median	73.654545
Q3	94.25
95-th percentile	104.77727
Maximum	112.67273
Range	83.945455
Interquartile range (IQR)	42.486364

Descriptive statistics

Standard deviation	22.080988
Coefficient of variation (CV)	0.30205872
Kurtosis	-1.4040969
Mean	73.10164
Median Absolute Deviation (MAD)	21.209091
Skewness	-0.035218322
Sum	175882.55
Variance	487.57003
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.5598439405

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
52.6	5	0.2%
96.07272727	5	0.2%
45.30909091	5	0.2%
96.90909091	4	0.2%
93.29090909	4	0.2%
102.3454545	4	0.2%
96.98181818	4	0.2%
97.41818182	4	0.2%
56.25454545	4	0.2%
47.01818182	4	0.2%
Other values (1727)	2363	98.2%

Value	Count	Frequency (%)
28.72727273	1	< 0.1%
28.85454545	1	< 0.1%
29.01818182	1	< 0.1%
29.07272727	1	< 0.1%
29.29090909	1	< 0.1%
29.4	1	< 0.1%
29.41818182	1	< 0.1%
29.52727273	1	< 0.1%
29.72727273	2	0.1%
29.74545455	1	< 0.1%

Value	Count	Frequency (%)
112.6727273	1	< 0.1%
112.5636364	1	< 0.1%
112.1636364	1	< 0.1%
112.0181818	1	< 0.1%
111.5454545	1	< 0.1%
111	1	< 0.1%
110.3272727	1	< 0.1%
109.8181818	1	< 0.1%
109.8	1	< 0.1%
109.3454545	1	< 0.1%

ACF and PACF

MidPrice
Numeric time series

High correlation Non stationary Seasonal

Distinct	163
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.023691
Minimum	29
Maximum	111.5
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	29
5-th percentile	42.125
Q1	52
median	74
Q3	94.5
95-th percentile	105
Maximum	111.5
Range	82.5
Interquartile range (IQR)	42.5

Descriptive statistics

Standard deviation	22.001976
Coefficient of variation (CV)	0.30129916
Kurtosis	-1.4027917
Mean	73.023691
Median Absolute Deviation (MAD)	21
Skewness	-0.036822895
Sum	175695
Variance	484.08696
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.523185574

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
45.5	54	2.2%
47.5	54	2.2%
48.5	44	1.8%
50.5	39	1.6%
95	38	1.6%
96	36	1.5%
52.5	36	1.5%
94.5	35	1.5%
47	33	1.4%
49	32	1.3%
Other values (153)	2005	83.3%

Value	Count	Frequency (%)
29	2	0.1%
29.5	3	0.1%
30	10	0.4%
30.5	4	0.2%
31	3	0.1%
31.5	2	0.1%
32	7	0.3%
32.5	2	0.1%
33.5	1	< 0.1%
34	3	0.1%

Value	Count	Frequency (%)
111.5	1	< 0.1%
110.5	2	0.1%
110	2	0.1%
109	9	0.4%
108.5	1	< 0.1%
108	17	0.7%
107.5	10	0.4%
107	1	< 0.1%
106.5	14	0.6%
106	28	1.2%

ACF and PACF

BOP
Real number (ℝ)

Zeros

Distinct	28
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0086177054

Minimum	-1
Maximum	1
Zeros	796
Zeros (%)	33.1%
Negative	798
Negative (%)	33.2%
Memory size	37.6 KiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	-0.5
median	0
Q3	0.5
95-th percentile	1
Maximum	1
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.62520657
Coefficient of variation (CV)	72.549077
Kurtosis	-0.90555891
Mean	0.0086177054
Median Absolute Deviation (MAD)	0.5
Skewness	0.0085586304
Sum	20.734199
Variance	0.39088326
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	796	33.1%
1	361	15.0%
-1	323	13.4%
0.5	272	11.3%
-0.5	267	11.1%
-0.6666666667	87	3.6%
0.6666666667	77	3.2%
-0.3333333333	71	3.0%
0.3333333333	67	2.8%
-0.75	17	0.7%
Other values (18)	68	2.8%

Value	Count	Frequency (%)
-1	323	13.4%
-0.8571428571	1	< 0.1%
-0.8333333333	3	0.1%
-0.8181818182	1	< 0.1%
-0.8	4	0.2%
-0.75	17	0.7%
-0.7142857143	2	0.1%
-0.6666666667	87	3.6%
-0.6	8	0.3%
-0.5	267	11.1%

Value	Count	Frequency (%)
1	361	15.0%
0.8333333333	1	< 0.1%
0.8	8	0.3%
0.75	8	0.3%
0.6666666667	77	3.2%
0.6	2	0.1%
0.5	272	11.3%
0.4	4	0.2%
0.3333333333	67	2.8%
0.25	9	0.4%

CMO
Numeric time series

High correlation

Distinct	2112
Distinct (%)	87.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.33900862
Minimum	-82.186172
Maximum	77.472089
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	-82.186172
5-th percentile	-52.613881
Q1	-20.24712
median	2.8245097
Q3	22.478729
95-th percentile	46.419461
Maximum	77.472089
Range	159.65826
Interquartile range (IQR)	42.725849

Descriptive statistics

Standard deviation	30.233525
Coefficient of variation (CV)	89.182173
Kurtosis	-0.48262315
Mean	0.33900862
Median Absolute Deviation (MAD)	21.34906
Skewness	-0.2417927
Sum	815.65474
Variance	914.06606
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1.637694919 × 10^-18

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
61.68530205	5	0.2%
73.44306152	4	0.2%
45.91314561	4	0.2%
32.0664927	4	0.2%
11.42663977	4	0.2%
19.2435242	4	0.2%
34.03850991	3	0.1%
39.56309605	3	0.1%
31.57620983	3	0.1%
40.8539466	3	0.1%
Other values (2102)	2369	98.5%

Value	Count	Frequency (%)
-82.18617211	3	0.1%
-82.18617211	1	< 0.1%
-75.35317416	1	< 0.1%
-75.35317416	2	0.1%
-75.24250395	1	< 0.1%
-74.66247358	1	< 0.1%
-73.85039466	1	< 0.1%
-73.57675391	1	< 0.1%
-72.68596954	1	< 0.1%
-72.62956956	1	< 0.1%

Value	Count	Frequency (%)
77.47208909	1	< 0.1%
73.44306152	2	0.1%
73.44306152	4	0.2%
72.86894128	1	< 0.1%
72.86448206	1	< 0.1%
72.86448206	1	< 0.1%
67.64512462	1	< 0.1%
66.70741968	1	< 0.1%
66.00436357	1	< 0.1%
66.00436357	1	< 0.1%

ACF and PACF

MFI
Numeric time series

High correlation

Distinct	2356
Distinct (%)	97.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	50.393243
Minimum	-4.9790265 × 10^-15
Maximum	98.154262
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	-4.9790265 × 10^-15
5-th percentile	19.835225
Q1	37.776658
median	51.428515
Q3	63.32268
95-th percentile	78.135626
Maximum	98.154262
Range	98.154262
Interquartile range (IQR)	25.546022

Descriptive statistics

Standard deviation	17.838792
Coefficient of variation (CV)	0.35399174
Kurtosis	-0.4317062
Mean	50.393243
Median Absolute Deviation (MAD)	12.844013
Skewness	-0.15051564
Sum	121246.14
Variance	318.22249
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	7.682541842 × 10^-14

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
71.33164691	3	0.1%
47.01717291	3	0.1%
70.20130119	2	0.1%
22.03355172	2	0.1%
33.10565886	2	0.1%
34.33273179	2	0.1%
61.71132049	2	0.1%
35.30307966	2	0.1%
49.71838685	2	0.1%
75.77733195	2	0.1%
Other values (2346)	2384	99.1%

Value	Count	Frequency (%)
-4.979026481 × 10^-15	1	< 0.1%
-4.829293211 × 10^-15	1	< 0.1%
-4.725228247 × 10^-15	1	< 0.1%
2.990865243	1	< 0.1%
5.052722655	1	< 0.1%
5.098366204	1	< 0.1%
5.159970998	1	< 0.1%
6.271774835	1	< 0.1%
6.979226466	1	< 0.1%
7.154350094	1	< 0.1%

Value	Count	Frequency (%)
98.15426186	1	< 0.1%
97.95150112	1	< 0.1%
97.58613153	1	< 0.1%
97.57907376	1	< 0.1%
97.51392975	1	< 0.1%
97.49448053	1	< 0.1%
94.33539618	1	< 0.1%
94.28592245	1	< 0.1%
94.2307692	1	< 0.1%
93.44380166	1	< 0.1%

ACF and PACF

ROC
Numeric time series

High correlation Zeros

Distinct	722
Distinct (%)	30.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.050252806
Minimum	-25
Maximum	26.923077
Zeros	241
Zeros (%)	10.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	-25
5-th percentile	-10.702381
Q1	-3.8834951
median	0
Q3	3.8834951
95-th percentile	9.8453466
Maximum	26.923077
Range	51.923077
Interquartile range (IQR)	7.7669903

Descriptive statistics

Standard deviation	6.3265269
Coefficient of variation (CV)	125.894
Kurtosis	0.86026576
Mean	0.050252806
Median Absolute Deviation (MAD)	3.8834951
Skewness	-0.082271332
Sum	120.90825
Variance	40.024942
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	2.048649555 × 10^-11

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
0	241	10.0%
6.666666667	19	0.8%
-2.040816327	18	0.7%
2.040816327	17	0.7%
3.225806452	16	0.7%
4	15	0.6%
-3.125	15	0.6%
4.166666667	14	0.6%
3.846153846	14	0.6%
2	13	0.5%
Other values (712)	2024	84.1%

Value	Count	Frequency (%)
-25	1	< 0.1%
-24.32432432	1	< 0.1%
-21.62162162	1	< 0.1%
-21.21212121	1	< 0.1%
-21.05263158	1	< 0.1%
-21	1	< 0.1%
-19.40298507	1	< 0.1%
-18.91891892	2	0.1%
-18.84057971	1	< 0.1%
-18.60465116	1	< 0.1%

Value	Count	Frequency (%)
26.92307692	1	< 0.1%
22.58064516	1	< 0.1%
22.22222222	1	< 0.1%
22.09302326	1	< 0.1%
21.42857143	1	< 0.1%
21.05263158	1	< 0.1%
20.93023256	2	0.1%
20	2	0.1%
18.75	1	< 0.1%
18.51851852	1	< 0.1%

ACF and PACF

WILLR
Numeric time series

High correlation Zeros

Distinct	98
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-47.653861
Minimum	-100
Maximum	-0
Zeros	241
Zeros (%)	10.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	-100
5-th percentile	-100
Q1	-77.777778
median	-44.444444
Q3	-20
95-th percentile	-0
Maximum	-0
Range	100
Interquartile range (IQR)	57.777778

Descriptive statistics

Standard deviation	31.869818
Coefficient of variation (CV)	-0.66877724
Kurtosis	-1.3176014
Mean	-47.653861
Median Absolute Deviation (MAD)	27.777778
Skewness	-0.1003409
Sum	-114655.19
Variance	1015.6853
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	1.905522187 × 10^-16

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
-0	241	10.0%
-50	154	6.4%
-100	138	5.7%
-33.33333333	128	5.3%
-25	123	5.1%
-20	111	4.6%
-16.66666667	92	3.8%
-66.66666667	91	3.8%
-75	88	3.7%
-83.33333333	86	3.6%
Other values (88)	1154	48.0%

Value	Count	Frequency (%)
-100	138	5.7%
-100	32	1.3%
-95.45454545	1	< 0.1%
-95.23809524	1	< 0.1%
-95	1	< 0.1%
-94.73684211	1	< 0.1%
-94.44444444	2	0.1%
-93.75	1	< 0.1%
-93.33333333	2	0.1%
-92.85714286	7	0.3%

Value	Count	Frequency (%)
-0	241	10.0%
-4.761904762	1	< 0.1%
-5.263157895	2	0.1%
-6.666666667	1	< 0.1%
-7.142857143	3	0.1%
-7.692307692	5	0.2%
-8.333333333	9	0.4%
-8.695652174	2	0.1%
-9.090909091	26	1.1%
-10	17	0.7%

ACF and PACF

AD
Numeric time series

High correlation Non stationary Seasonal

Distinct	1806
Distinct (%)	75.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21015809
Minimum	893132.13
Maximum	42828772
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	893132.13
5-th percentile	5836173.2
Q1	15452368
median	22456171
Q3	25559616
95-th percentile	36272473
Maximum	42828772
Range	41935640
Interquartile range (IQR)	10107248

Descriptive statistics

Standard deviation	8594702.4
Coefficient of variation (CV)	0.40896367
Kurtosis	-0.15419048
Mean	21015809
Median Absolute Deviation (MAD)	5288976.7
Skewness	0.048496395
Sum	5.0564037 × 10¹⁰
Variance	7.386891 × 10¹³
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.7328372764

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
25287507.51	7	0.3%
30566385.28	6	0.2%
14176422.58	6	0.2%
5797574.29	6	0.2%
18901673.28	6	0.2%
14815340.58	5	0.2%
5930001.29	5	0.2%
33029610.28	5	0.2%
25755212.18	5	0.2%
15924649.24	5	0.2%
Other values (1796)	2350	97.7%

Value	Count	Frequency (%)
893132.1333	1	< 0.1%
1191203.133	1	< 0.1%
1238770.133	1	< 0.1%
1256938.667	2	0.1%
1438093	1	< 0.1%
1505538.333	1	< 0.1%
1530563.333	1	< 0.1%
1549849.667	1	< 0.1%
1668615.133	1	< 0.1%
1896832.333	1	< 0.1%

Value	Count	Frequency (%)
42828772.44	1	< 0.1%
42770737.61	1	< 0.1%
42554935.61	2	0.1%
42475559.61	1	< 0.1%
42225058.61	1	< 0.1%
42141626.44	1	< 0.1%
42054419.11	1	< 0.1%
42047934.44	1	< 0.1%
42000639.44	1	< 0.1%
41969051.44	2	0.1%

ACF and PACF

OBV
Numeric time series

High correlation Non stationary Seasonal

Distinct	1628
Distinct (%)	67.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1938878.3
Minimum	-11281501
Maximum	17239093
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	-11281501
5-th percentile	-5843366.2
Q1	-1821070.8
median	1162726
Q3	3644599
95-th percentile	13371821
Maximum	17239093
Range	28520594
Interquartile range (IQR)	5465669.8

Descriptive statistics

Standard deviation	5590567.6
Coefficient of variation (CV)	2.8834031
Kurtosis	0.094304167
Mean	1938878.3
Median Absolute Deviation (MAD)	2720577
Skewness	0.69695817
Sum	4.6649411 × 10⁹
Variance	3.1254446 × 10¹³
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.7567319259

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
12455310	8	0.3%
-1787119	7	0.3%
4610450	7	0.3%
1752318	6	0.2%
1031013	6	0.2%
2267274	6	0.2%
10200739	6	0.2%
-2980435	6	0.2%
-2442434	6	0.2%
9499444	6	0.2%
Other values (1618)	2342	97.3%

Value	Count	Frequency (%)
-11281501	1	< 0.1%
-10915575	1	< 0.1%
-10606344	2	0.1%
-10485536	1	< 0.1%
-10246322	2	0.1%
-10225536	1	< 0.1%
-10221535	1	< 0.1%
-10191854	1	< 0.1%
-10130907	1	< 0.1%
-10037510	1	< 0.1%

Value	Count	Frequency (%)
17239093	1	< 0.1%
17233727	3	0.1%
16630726	1	< 0.1%
16516877	2	0.1%
16478589	2	0.1%
16470200	3	0.1%
16283966	3	0.1%
15922731	1	< 0.1%
15779207	1	< 0.1%
15733920	1	< 0.1%

ACF and PACF

NATR
Numeric time series

High correlation Non stationary Seasonal Unique

Distinct	2406
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.9055739
Minimum	0.99195246
Maximum	7.9900552
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	0.99195246
5-th percentile	1.5516377
Q1	2.1204332
median	2.6458587
Q3	3.5069273
95-th percentile	5.1340899
Maximum	7.9900552
Range	6.9981027
Interquartile range (IQR)	1.3864941

Descriptive statistics

Standard deviation	1.1142117
Coefficient of variation (CV)	0.38347389
Kurtosis	1.8321109
Mean	2.9055739
Median Absolute Deviation (MAD)	0.60759023
Skewness	1.2328214
Sum	6990.8108
Variance	1.2414678
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.0102408407

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
2.306122449	1	< 0.1%
2.36338744	1	< 0.1%
2.291099148	1	< 0.1%
2.450134423	1	< 0.1%
2.533955181	1	< 0.1%
2.539577814	1	< 0.1%
2.450943778	1	< 0.1%
2.88981871	1	< 0.1%
3.161406394	1	< 0.1%
2.994025894	1	< 0.1%
Other values (2396)	2396	99.6%

Value	Count	Frequency (%)
0.9919524571	1	< 0.1%
0.9968114978	1	< 0.1%
1.003945316	1	< 0.1%
1.055256422	1	< 0.1%
1.068737671	1	< 0.1%
1.072156682	1	< 0.1%
1.073489305	1	< 0.1%
1.098230317	1	< 0.1%
1.118577218	1	< 0.1%
1.118889983	1	< 0.1%

Value	Count	Frequency (%)
7.990055151	1	< 0.1%
7.979421313	1	< 0.1%
7.822233858	1	< 0.1%
7.747914415	1	< 0.1%
7.628188187	1	< 0.1%
7.383114502	1	< 0.1%
7.325840221	1	< 0.1%
7.259628592	1	< 0.1%
7.255719273	1	< 0.1%
7.244593087	1	< 0.1%

ACF and PACF

ATR
Numeric time series

High correlation Unique

Distinct	2406
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.9701532
Minimum	0.91395011
Maximum	4.0659392
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	0.91395011
5-th percentile	1.1511682
Q1	1.5739803
median	1.8745992
Q3	2.2697704
95-th percentile	3.1692183
Maximum	4.0659392
Range	3.1519891
Interquartile range (IQR)	0.69579016

Descriptive statistics

Standard deviation	0.58298712
Coefficient of variation (CV)	0.29590954
Kurtosis	0.71358212
Mean	1.9701532
Median Absolute Deviation (MAD)	0.34278752
Skewness	0.87394998
Sum	4740.1885
Variance	0.33987398
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.006612618529

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
1.729591837	1	< 0.1%
1.748906706	1	< 0.1%
1.695413369	1	< 0.1%
1.788598129	1	< 0.1%
1.875126834	1	< 0.1%
1.955474917	1	< 0.1%
1.887226709	1	< 0.1%
2.109567658	1	< 0.1%
2.24459854	1	< 0.1%
2.155698644	1	< 0.1%
Other values (2396)	2396	99.6%

Value	Count	Frequency (%)
0.9139501068	1	< 0.1%
0.9200965277	1	< 0.1%
0.9370867343	1	< 0.1%
0.9842539612	1	< 0.1%
0.9881614575	1	< 0.1%
0.9883542985	1	< 0.1%
0.9890070677	1	< 0.1%
0.9891861343	1	< 0.1%
0.9897922772	1	< 0.1%
0.9899585533	1	< 0.1%

Value	Count	Frequency (%)
4.065939239	1	< 0.1%
4.061229294	1	< 0.1%
3.994088412	1	< 0.1%
3.985427201	1	< 0.1%
3.921108148	1	< 0.1%
3.915039544	1	< 0.1%
3.907489807	1	< 0.1%
3.900373638	1	< 0.1%
3.875245846	1	< 0.1%
3.870266406	1	< 0.1%

ACF and PACF

TRANGE
Real number (ℝ)

High correlation Zeros

Distinct	10
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9709061

Minimum	0
Maximum	11
Zeros	40
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	4
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.0489007
Coefficient of variation (CV)	0.53219213
Kurtosis	5.2878663
Mean	1.9709061
Median Absolute Deviation (MAD)	1
Skewness	1.5207118
Sum	4742
Variance	1.1001927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	1002	41.6%
1	809	33.6%
3	389	16.2%
4	106	4.4%
5	40	1.7%
0	40	1.7%
7	9	0.4%
6	8	0.3%
8	2	0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
0	40	1.7%
1	809	33.6%
2	1002	41.6%
3	389	16.2%
4	106	4.4%
5	40	1.7%
6	8	0.3%
7	9	0.4%
8	2	0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
8	2	0.1%
7	9	0.4%
6	8	0.3%
5	40	1.7%
4	106	4.4%
3	389	16.2%
2	1002	41.6%
1	809	33.6%
0	40	1.7%

TSF
Numeric time series

High correlation Non stationary

Distinct	2146
Distinct (%)	89.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.059476
Minimum	26.307692
Maximum	115.1978
Zeros	0
Zeros (%)	0.0%
Memory size	37.6 KiB

Quantile statistics

Minimum	26.307692
5-th percentile	41.659341
Q1	51.923077
median	73.175824
Q3	94.002747
95-th percentile	105.22802
Maximum	115.1978
Range	88.89011
Interquartile range (IQR)	42.07967

Descriptive statistics

Standard deviation	22.247699
Coefficient of variation (CV)	0.3045149
Kurtosis	-1.3728599
Mean	73.059476
Median Absolute Deviation (MAD)	21.032967
Skewness	-0.023885726
Sum	175781.1
Variance	494.96012
Monotonicity	Not monotonic
Augmented Dickey-Fuller test p-value	0.577776729

Histogram with fixed size bins (bins=50)

Gap statistics

number of gaps	499
min	3 days
max	5 days
mean	3 days, 3 hours and 10 minutes
std	8 hours, 16 minutes and 47.03 seconds

Value	Count	Frequency (%)
49.97802198	5	0.2%
51.91208791	4	0.2%
47.84615385	4	0.2%
96.32967033	3	0.1%
52.08791209	3	0.1%
97.12087912	3	0.1%
82.32967033	3	0.1%
48.13186813	3	0.1%
98.58241758	3	0.1%
53.2967033	3	0.1%
Other values (2136)	2372	98.6%

Value	Count	Frequency (%)
26.30769231	1	< 0.1%
26.45054945	1	< 0.1%
26.94505495	1	< 0.1%
27.20879121	1	< 0.1%
27.28571429	1	< 0.1%
27.3956044	1	< 0.1%
27.41758242	1	< 0.1%
27.83516484	1	< 0.1%
27.93406593	1	< 0.1%
28.0989011	1	< 0.1%

Value	Count	Frequency (%)
115.1978022	1	< 0.1%
114.5494505	1	< 0.1%
114.1538462	1	< 0.1%
113.3406593	1	< 0.1%
112.5494505	1	< 0.1%
111.6593407	1	< 0.1%
111.2637363	1	< 0.1%
110.9010989	1	< 0.1%
110.8351648	1	< 0.1%
110.8131868	1	< 0.1%

ACF and PACF

	AD	ATR	BOP	CMO	EMA	KAMA	MA	MFI	MidPrice	NATR	OBV	ROC	TRANGE	TSF	WILLR	WMA	close
AD	1.000	-0.434	0.023	0.007	-0.215	-0.212	-0.216	0.018	-0.215	-0.137	0.556	-0.027	-0.251	-0.222	-0.033	-0.216	-0.218
ATR	-0.434	1.000	0.000	-0.137	0.296	0.294	0.295	-0.113	0.294	0.504	-0.315	-0.054	0.588	0.286	-0.070	0.293	0.290
BOP	0.023	0.000	1.000	0.356	0.012	0.008	0.007	0.147	0.009	-0.054	0.080	0.265	-0.049	0.019	0.435	0.013	0.061
CMO	0.007	-0.137	0.356	1.000	0.055	0.039	0.044	0.796	0.040	-0.233	0.220	0.862	-0.170	0.130	0.918	0.072	0.139
EMA	-0.215	0.296	0.012	0.055	1.000	0.998	1.000	0.053	0.999	-0.624	0.253	0.006	0.170	0.994	0.036	1.000	0.994
KAMA	-0.212	0.294	0.008	0.039	0.998	1.000	0.998	0.042	0.998	-0.625	0.256	-0.010	0.171	0.991	0.018	0.998	0.991
MA	-0.216	0.295	0.007	0.044	1.000	0.998	1.000	0.048	0.999	-0.623	0.251	-0.006	0.170	0.993	0.023	0.999	0.992
MFI	0.018	-0.113	0.147	0.796	0.053	0.042	0.048	1.000	0.042	-0.210	0.201	0.737	-0.111	0.131	0.742	0.072	0.114
MidPrice	-0.215	0.294	0.009	0.040	0.999	0.998	0.999	0.042	1.000	-0.624	0.248	-0.014	0.169	0.992	0.016	0.998	0.992
NATR	-0.137	0.504	-0.054	-0.233	-0.624	-0.625	-0.623	-0.210	-0.624	1.000	-0.458	-0.129	0.323	-0.633	-0.168	-0.627	-0.632
OBV	0.556	-0.315	0.080	0.220	0.253	0.256	0.251	0.201	0.248	-0.458	1.000	0.127	-0.175	0.258	0.165	0.255	0.260
ROC	-0.027	-0.054	0.265	0.862	0.006	-0.010	-0.006	0.737	-0.014	-0.129	0.127	1.000	-0.106	0.088	0.864	0.024	0.085
TRANGE	-0.251	0.588	-0.049	-0.170	0.170	0.171	0.170	-0.111	0.169	0.323	-0.175	-0.106	1.000	0.159	-0.130	0.167	0.157
TSF	-0.222	0.286	0.019	0.130	0.994	0.991	0.993	0.131	0.992	-0.633	0.258	0.088	0.159	1.000	0.106	0.997	0.996
WILLR	-0.033	-0.070	0.435	0.918	0.036	0.018	0.023	0.742	0.016	-0.168	0.165	0.864	-0.130	0.106	1.000	0.051	0.122
WMA	-0.216	0.293	0.013	0.072	1.000	0.998	0.999	0.072	0.998	-0.627	0.255	0.024	0.167	0.997	0.051	1.000	0.996
close	-0.218	0.290	0.061	0.139	0.994	0.991	0.992	0.114	0.992	-0.632	0.260	0.085	0.157	0.996	0.122	0.996	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Date	close	repaired?	MA	EMA	KAMA	WMA	MidPrice	BOP	CMO	MFI	ROC	WILLR	AD	OBV	NATR	ATR	TRANGE	TSF
2010-01-26	2010-01-26	75	False	77.6	77.530570	75.862343	76.545455	78.0	0.000000	-66.532767	22.279956	-9.638554	-90.000000	1.256939e+06	-1370963.0	2.306122	1.729592	1.0	73.670330
2010-01-27	2010-01-27	74	False	76.9	76.888648	75.333558	75.890909	77.0	-0.500000	-71.085032	10.101811	-8.641975	-90.909091	1.256939e+06	-1727142.0	2.363387	1.748907	2.0	72.879121
2010-01-28	2010-01-28	74	False	76.3	76.363439	74.978313	75.363636	76.5	0.000000	-71.085032	9.279363	-7.500000	-90.909091	1.549850e+06	-1727142.0	2.291099	1.695413	1.0	72.384615
2010-01-29	2010-01-29	73	False	75.7	75.751905	74.451312	74.763636	75.5	-0.333333	-75.242504	8.491612	-7.594937	-91.666667	1.438093e+06	-2062412.0	2.450134	1.788598	3.0	71.901099
2010-02-01	2010-02-01	74	False	75.3	75.433377	74.390991	74.454545	75.5	0.333333	-51.102574	7.158936	-5.128205	-80.000000	1.530563e+06	-1785001.0	2.533955	1.875127	3.0	72.032967
2010-02-02	2010-02-02	77	False	75.1	75.718217	74.480232	74.763636	75.5	0.666667	-3.553649	16.863484	-2.531646	-44.444444	1.896832e+06	-1418732.0	2.539578	1.955475	3.0	72.967033
2010-02-03	2010-02-03	77	False	75.0	75.951269	74.523753	75.109091	75.0	0.000000	-3.553649	27.601955	-1.282051	-37.500000	1.505538e+06	-1418732.0	2.450944	1.887227	1.0	73.857143
2010-02-04	2010-02-04	73	False	74.7	75.414674	74.444028	74.745455	75.0	-0.800000	-36.464495	26.052691	-3.947368	-85.714286	1.191203e+06	-1942624.0	2.889819	2.109568	5.0	73.527473
2010-02-05	2010-02-05	71	False	74.3	74.612006	74.201745	74.072727	74.0	-0.500000	-46.589738	23.909991	-5.333333	-88.888889	8.931321e+05	-2538766.0	3.161406	2.244599	4.0	72.648352
2010-02-08	2010-02-08	72	False	74.0	74.137096	74.110590	73.654545	74.0	0.000000	-34.666958	23.909991	-4.000000	-77.777778	1.238770e+06	-2193128.0	2.994026	2.155699	1.0	72.461538

	Date	close	repaired?	MA	EMA	KAMA	WMA	MidPrice	BOP	CMO	MFI	ROC	WILLR	AD	OBV	NATR	ATR	TRANGE	TSF
2019-08-06	2019-08-06	54	False	56.1	55.877019	56.850927	55.800000	56.0	-0.500000	-21.334929	46.668222	-5.263158	-83.333333	4.015743e+07	13996760.0	3.385560	1.828202	2.0	55.692308
2019-08-07	2019-08-07	51	False	55.6	54.990288	56.439323	54.872727	55.0	-0.666667	-37.955823	41.494913	-8.928571	-100.000000	3.909421e+07	12933546.0	3.748828	1.911902	3.0	54.054945
2019-08-08	2019-08-08	53	False	55.3	54.628418	56.339014	54.400000	55.0	1.000000	-19.286448	46.703307	-5.357143	-75.000000	3.981897e+07	13658308.0	3.619235	1.918195	2.0	53.296703
2019-08-09	2019-08-09	54	False	55.1	54.514160	56.298616	54.163636	55.0	0.333333	-10.945294	47.206311	-3.571429	-62.500000	4.006110e+07	14384694.0	3.695308	1.995467	3.0	52.923077
2019-08-12	2019-08-12	55	False	54.9	54.602495	56.276186	54.145455	55.0	1.000000	-2.946849	47.669328	-3.508772	-50.000000	4.067213e+07	14995721.0	3.498840	1.924362	1.0	53.076923
2019-08-13	2019-08-13	57	False	54.8	55.038405	56.282886	54.527273	55.0	0.666667	11.268626	57.467634	-1.724138	-25.000000	4.145562e+07	15779207.0	3.510865	2.001193	3.0	53.692308
2019-08-14	2019-08-14	55	False	54.4	55.031422	56.239005	54.563636	54.5	-0.666667	-3.532266	52.692417	-6.779661	-50.000000	4.121619e+07	15060914.0	3.768248	2.072536	3.0	53.703297
2019-08-15	2019-08-15	54	False	54.4	54.843891	56.229685	54.490909	54.0	-1.000000	-10.170629	49.711640	0.000000	-62.500000	4.068832e+07	14533048.0	3.696161	1.995927	1.0	53.461538
2019-08-16	2019-08-16	55	False	54.3	54.872274	56.216216	54.600000	54.0	0.000000	-2.345271	47.564612	-1.785714	-50.000000	4.068832e+07	14701393.0	3.629487	1.996218	2.0	53.747253
2019-08-19	2019-08-19	56	False	54.4	55.077315	56.213848	54.909091	54.0	1.000000	5.141142	44.693193	1.818182	-37.500000	4.080189e+07	14814964.0	3.437606	1.925059	1.0	54.560440

Overview

Interactions

Correlations

Missing values

Sample

Overview

Variables

Interactions

Correlations

Missing values

Sample